Inputs

Nowcast and Forecast Maps

Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type roc_auc tss_max percent_deviance_explained
rf 0.9803249 0.8723791 0.5910908
bt 0.7702676 0.4195879 0.1620488
maxnet 0.7583111 0.4052944 NA
gam 0.8182910 0.4701870 0.2494342
glm 0.7385537 0.4011636 0.1426599

Variable Importance

Partial Dependence